Overview
Brought to you by YData
Dataset statistics
| Number of variables | 11 |
|---|---|
| Number of observations | 1326 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 114.1 KiB |
| Average record size in memory | 88.1 B |
Variable types
| Numeric | 11 |
|---|
S1 is highly overall correlated with S2 | High correlation |
S11 is highly overall correlated with S8 | High correlation |
S2 is highly overall correlated with S1 | High correlation |
S3 is highly overall correlated with S4 and 1 other fields | High correlation |
S4 is highly overall correlated with S3 and 1 other fields | High correlation |
S6 is highly overall correlated with S7 | High correlation |
S7 is highly overall correlated with S3 and 2 other fields | High correlation |
S8 is highly overall correlated with S11 | High correlation |
Reproduction
| Analysis started | 2024-12-16 05:05:19.635745 |
|---|---|
| Analysis finished | 2024-12-16 05:05:33.548145 |
| Duration | 13.91 seconds |
| Software version | ydata-profiling vv4.12.0 |
| Download configuration | config.json |
Variables
S11
Real number (ℝ)
High correlation
| Distinct | 127 |
|---|---|
| Distinct (%) | 9.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.788084 |
| Minimum | 1 |
|---|---|
| Maximum | 855 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 83 |
| Maximum | 855 |
| Range | 854 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 49.362452 |
|---|---|
| Coefficient of variation (CV) | 3.3379882 |
| Kurtosis | 91.615006 |
| Mean | 14.788084 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.8043989 |
| Sum | 19609 |
| Variance | 2436.6517 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 971 | |
| 2 | 27 | 2.0% |
| 3 | 16 | 1.2% |
| 5 | 16 | 1.2% |
| 6 | 14 | 1.1% |
| 4 | 12 | 0.9% |
| 11 | 9 | 0.7% |
| 22 | 9 | 0.7% |
| 9 | 8 | 0.6% |
| 10 | 8 | 0.6% |
| Other values (117) | 236 | 17.8% |
| Value | Count | Frequency (%) |
| 1 | 971 | |
| 2 | 27 | 2.0% |
| 3 | 16 | 1.2% |
| 4 | 12 | 0.9% |
| 5 | 16 | 1.2% |
| 6 | 14 | 1.1% |
| 7 | 7 | 0.5% |
| 8 | 8 | 0.6% |
| 9 | 8 | 0.6% |
| 10 | 8 | 0.6% |
| Value | Count | Frequency (%) |
| 855 | 1 | |
| 600 | 1 | |
| 432 | 1 | |
| 366 | 1 | |
| 343 | 1 | |
| 332 | 1 | |
| 311 | 1 | |
| 302 | 1 | |
| 288 | 1 | |
| 287 | 1 |
S8
Real number (ℝ)
High correlation
| Distinct | 353 |
|---|---|
| Distinct (%) | 26.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 98.385735 |
| Minimum | 8.2896904 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.5 KiB |
Quantile statistics
| Minimum | 8.2896904 |
|---|---|
| 5-th percentile | 92.004923 |
| Q1 | 99.995376 |
| median | 100 |
| Q3 | 100 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 91.71031 |
| Interquartile range (IQR) | 0.0046243225 |
Descriptive statistics
| Standard deviation | 7.0754454 |
|---|---|
| Coefficient of variation (CV) | 0.071915359 |
| Kurtosis | 49.882334 |
| Mean | 98.385735 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -6.4699759 |
| Sum | 130459.48 |
| Variance | 50.061928 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 100 | 974 | |
| 99.73805984 | 1 | 0.1% |
| 92.78767735 | 1 | 0.1% |
| 92.49788809 | 1 | 0.1% |
| 99.98534147 | 1 | 0.1% |
| 99.99501312 | 1 | 0.1% |
| 99.0827383 | 1 | 0.1% |
| 99.48552783 | 1 | 0.1% |
| 97.79423045 | 1 | 0.1% |
| 98.77994645 | 1 | 0.1% |
| Other values (343) | 343 | 25.9% |
| Value | Count | Frequency (%) |
| 8.289690412 | 1 | |
| 31.58468281 | 1 | |
| 39.21613953 | 1 | |
| 41.96564552 | 1 | |
| 44.63212926 | 1 | |
| 45.67299582 | 1 | |
| 46.02028808 | 1 | |
| 50.90937821 | 1 | |
| 51.64372875 | 1 | |
| 53.35694574 | 1 |
| Value | Count | Frequency (%) |
| 100 | 974 | |
| 99.99946729 | 1 | 0.1% |
| 99.99890278 | 1 | 0.1% |
| 99.99879574 | 1 | 0.1% |
| 99.99876814 | 1 | 0.1% |
| 99.99823626 | 1 | 0.1% |
| 99.99813084 | 1 | 0.1% |
| 99.99809721 | 1 | 0.1% |
| 99.9978424 | 1 | 0.1% |
| 99.99779285 | 1 | 0.1% |
S9
Real number (ℝ)
| Distinct | 1325 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.0016249837 |
| Minimum | -0.066890722 |
|---|---|
| Maximum | 0.001173667 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1272 |
| Negative (%) | 95.9% |
| Memory size | 10.5 KiB |
Quantile statistics
| Minimum | -0.066890722 |
|---|---|
| 5-th percentile | -0.0043392967 |
| Q1 | -0.001984995 |
| median | -0.0009681555 |
| Q3 | -0.00054172375 |
| 95-th percentile | -7.3575 × 10-5 |
| Maximum | 0.001173667 |
| Range | 0.068064389 |
| Interquartile range (IQR) | 0.0014432712 |
Descriptive statistics
| Standard deviation | 0.0032581692 |
|---|---|
| Coefficient of variation (CV) | -2.0050473 |
| Kurtosis | 222.55167 |
| Mean | -0.0016249837 |
| Median Absolute Deviation (MAD) | 0.000564061 |
| Skewness | -13.17971 |
| Sum | -2.1547284 |
| Variance | 1.0615667 × 10-5 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -0.001651001 | 2 | 0.2% |
| -0.000268705 | 1 | 0.1% |
| -0.000390013 | 1 | 0.1% |
| -0.002821197 | 1 | 0.1% |
| -0.001291129 | 1 | 0.1% |
| -0.024657982 | 1 | 0.1% |
| -0.003281615 | 1 | 0.1% |
| -0.000463627 | 1 | 0.1% |
| -0.001045463 | 1 | 0.1% |
| -0.000914062 | 1 | 0.1% |
| Other values (1315) | 1315 |
| Value | Count | Frequency (%) |
| -0.066890722 | 1 | |
| -0.05560991 | 1 | |
| -0.05073383 | 1 | |
| -0.028058535 | 1 | |
| -0.024657982 | 1 | |
| -0.022288464 | 1 | |
| -0.018735594 | 1 | |
| -0.012260422 | 1 | |
| -0.009537443 | 1 | |
| -0.00860833 | 1 |
| Value | Count | Frequency (%) |
| 0.001173667 | 1 | |
| 0.000898844 | 1 | |
| 0.000897719 | 1 | |
| 0.000893472 | 1 | |
| 0.000856678 | 1 | |
| 0.00084308 | 1 | |
| 0.000823255 | 1 | |
| 0.000819013 | 1 | |
| 0.000791728 | 1 | |
| 0.000685435 | 1 |
S10
Real number (ℝ)
| Distinct | 1030 |
|---|---|
| Distinct (%) | 77.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -2.3558424 × 10-6 |
| Minimum | -4.06 × 10-5 |
|---|---|
| Maximum | 8.83 × 10-6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 590 |
| Negative (%) | 44.5% |
| Memory size | 10.5 KiB |
Quantile statistics
| Minimum | -4.06 × 10-5 |
|---|---|
| 5-th percentile | -1.7575 × 10-5 |
| Q1 | -1.9675 × 10-6 |
| median | 1.04 × 10-7 |
| Q3 | 6.285 × 10-7 |
| 95-th percentile | 2.2575 × 10-6 |
| Maximum | 8.83 × 10-6 |
| Range | 4.943 × 10-5 |
| Interquartile range (IQR) | 2.596 × 10-6 |
Descriptive statistics
| Standard deviation | 6.317937 × 10-6 |
|---|---|
| Coefficient of variation (CV) | -2.6818165 |
| Kurtosis | 5.1036477 |
| Mean | -2.3558424 × 10-6 |
| Median Absolute Deviation (MAD) | 7.81 × 10-7 |
| Skewness | -2.2767242 |
| Sum | -0.003123847 |
| Variance | 3.9916328 × 10-11 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -1.67 × 10-5 | 6 | 0.5% |
| -2.01 × 10-6 | 6 | 0.5% |
| 1.31 × 10-6 | 5 | 0.4% |
| 2.23 × 10-7 | 5 | 0.4% |
| 1.09 × 10-6 | 4 | 0.3% |
| 1.41 × 10-6 | 4 | 0.3% |
| 1.02 × 10-6 | 4 | 0.3% |
| 1.13 × 10-6 | 4 | 0.3% |
| -2 × 10-5 | 4 | 0.3% |
| -1.79 × 10-5 | 4 | 0.3% |
| Other values (1020) | 1280 |
| Value | Count | Frequency (%) |
| -4.06 × 10-5 | 1 | |
| -3.34 × 10-5 | 1 | |
| -3.05 × 10-5 | 1 | |
| -3.02 × 10-5 | 1 | |
| -2.97 × 10-5 | 1 | |
| -2.86 × 10-5 | 1 | |
| -2.83 × 10-5 | 1 | |
| -2.74 × 10-5 | 1 | |
| -2.72 × 10-5 | 1 | |
| -2.68 × 10-5 | 1 |
| Value | Count | Frequency (%) |
| 8.83 × 10-6 | 1 | |
| 8.57 × 10-6 | 1 | |
| 8.37 × 10-6 | 1 | |
| 6.64 × 10-6 | 1 | |
| 6.18 × 10-6 | 1 | |
| 6.04 × 10-6 | 1 | |
| 6.01 × 10-6 | 1 | |
| 5.62 × 10-6 | 1 | |
| 5.56 × 10-6 | 1 | |
| 5.32 × 10-6 | 1 |
S2
Real number (ℝ)
High correlation
| Distinct | 285 |
|---|---|
| Distinct (%) | 21.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.00014409125 |
| Minimum | 3.6 × 10-5 |
|---|---|
| Maximum | 0.004135 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.5 KiB |
Quantile statistics
| Minimum | 3.6 × 10-5 |
|---|---|
| 5-th percentile | 6.2 × 10-5 |
| Q1 | 8.9 × 10-5 |
| median | 0.000117 |
| Q3 | 0.000162 |
| 95-th percentile | 0.000287 |
| Maximum | 0.004135 |
| Range | 0.004099 |
| Interquartile range (IQR) | 7.3 × 10-5 |
Descriptive statistics
| Standard deviation | 0.00015406971 |
|---|---|
| Coefficient of variation (CV) | 1.069251 |
| Kurtosis | 382.10815 |
| Mean | 0.00014409125 |
| Median Absolute Deviation (MAD) | 3.4 × 10-5 |
| Skewness | 16.434495 |
| Sum | 0.191065 |
| Variance | 2.3737476 × 10-8 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 8.1 × 10-5 | 18 | 1.4% |
| 0.000101 | 18 | 1.4% |
| 0.0001 | 17 | 1.3% |
| 9.4 × 10-5 | 17 | 1.3% |
| 9.5 × 10-5 | 16 | 1.2% |
| 9.1 × 10-5 | 16 | 1.2% |
| 9.6 × 10-5 | 15 | 1.1% |
| 9.9 × 10-5 | 15 | 1.1% |
| 9 × 10-5 | 15 | 1.1% |
| 0.000142 | 14 | 1.1% |
| Other values (275) | 1165 |
| Value | Count | Frequency (%) |
| 3.6 × 10-5 | 1 | 0.1% |
| 4 × 10-5 | 1 | 0.1% |
| 4.1 × 10-5 | 1 | 0.1% |
| 4.4 × 10-5 | 4 | |
| 4.5 × 10-5 | 3 | |
| 4.6 × 10-5 | 2 | |
| 4.8 × 10-5 | 1 | 0.1% |
| 4.9 × 10-5 | 1 | 0.1% |
| 5 × 10-5 | 2 | |
| 5.1 × 10-5 | 4 |
| Value | Count | Frequency (%) |
| 0.004135 | 1 | |
| 0.002496 | 1 | |
| 0.001179 | 1 | |
| 0.000799 | 1 | |
| 0.000655 | 1 | |
| 0.000649 | 1 | |
| 0.000619 | 1 | |
| 0.000579 | 1 | |
| 0.000577 | 1 | |
| 0.00057 | 1 |
S1
Real number (ℝ)
High correlation
| Distinct | 1325 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8967.6071 |
| Minimum | 241.797 |
|---|---|
| Maximum | 27233.913 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.5 KiB |
Quantile statistics
| Minimum | 241.797 |
|---|---|
| 5-th percentile | 3481.7076 |
| Q1 | 6150.8358 |
| median | 8524.3437 |
| Q3 | 11202.792 |
| 95-th percentile | 15984.99 |
| Maximum | 27233.913 |
| Range | 26992.116 |
| Interquartile range (IQR) | 5051.9567 |
Descriptive statistics
| Standard deviation | 3903.5125 |
|---|---|
| Coefficient of variation (CV) | 0.43529031 |
| Kurtosis | 0.88619766 |
| Mean | 8967.6071 |
| Median Absolute Deviation (MAD) | 2493.5269 |
| Skewness | 0.7390841 |
| Sum | 11891047 |
| Variance | 15237410 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 7550.453716 | 2 | 0.2% |
| 7548.302224 | 1 | 0.1% |
| 13819.59911 | 1 | 0.1% |
| 8909.441211 | 1 | 0.1% |
| 10525.31035 | 1 | 0.1% |
| 8489.973635 | 1 | 0.1% |
| 8209.118072 | 1 | 0.1% |
| 14356.75115 | 1 | 0.1% |
| 6777.437231 | 1 | 0.1% |
| 14367.34949 | 1 | 0.1% |
| Other values (1315) | 1315 |
| Value | Count | Frequency (%) |
| 241.797004 | 1 | |
| 400.563489 | 1 | |
| 847.673185 | 1 | |
| 1251.491987 | 1 | |
| 1525.738783 | 1 | |
| 1540.00716 | 1 | |
| 1613.274142 | 1 | |
| 1726.946044 | 1 | |
| 1730.552161 | 1 | |
| 1753.162171 | 1 |
| Value | Count | Frequency (%) |
| 27233.91253 | 1 | |
| 24881.23625 | 1 | |
| 24151.12254 | 1 | |
| 22588.17855 | 1 | |
| 22512.33387 | 1 | |
| 22356.81857 | 1 | |
| 22352.13426 | 1 | |
| 22066.11231 | 1 | |
| 21912.095 | 1 | |
| 21850.51095 | 1 |
S3
Real number (ℝ)
High correlation
| Distinct | 1204 |
|---|---|
| Distinct (%) | 90.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.41128824 |
| Minimum | 0.0011 |
|---|---|
| Maximum | 0.8235 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.5 KiB |
Quantile statistics
| Minimum | 0.0011 |
|---|---|
| 5-th percentile | 0.08285 |
| Q1 | 0.287125 |
| median | 0.42485 |
| Q3 | 0.55345 |
| 95-th percentile | 0.682675 |
| Maximum | 0.8235 |
| Range | 0.8224 |
| Interquartile range (IQR) | 0.266325 |
Descriptive statistics
| Standard deviation | 0.18190135 |
|---|---|
| Coefficient of variation (CV) | 0.44227218 |
| Kurtosis | -0.68588192 |
| Mean | 0.41128824 |
| Median Absolute Deviation (MAD) | 0.1326 |
| Skewness | -0.27750258 |
| Sum | 545.3682 |
| Variance | 0.033088099 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.4079 | 3 | 0.2% |
| 0.4627 | 3 | 0.2% |
| 0.5137 | 3 | 0.2% |
| 0.3963 | 3 | 0.2% |
| 0.4679 | 3 | 0.2% |
| 0.4755 | 3 | 0.2% |
| 0.4008 | 3 | 0.2% |
| 0.3686 | 3 | 0.2% |
| 0.3274 | 3 | 0.2% |
| 0.6122 | 2 | 0.2% |
| Other values (1194) | 1297 |
| Value | Count | Frequency (%) |
| 0.0011 | 1 | |
| 0.0015 | 1 | |
| 0.0016 | 1 | |
| 0.0047 | 1 | |
| 0.0065 | 1 | |
| 0.0088 | 1 | |
| 0.0101 | 1 | |
| 0.0104 | 1 | |
| 0.0106 | 1 | |
| 0.0125 | 1 |
| Value | Count | Frequency (%) |
| 0.8235 | 1 | |
| 0.8213 | 1 | |
| 0.8006 | 1 | |
| 0.7847 | 1 | |
| 0.7786 | 1 | |
| 0.7743 | 1 | |
| 0.7686 | 1 | |
| 0.7625 | 1 | |
| 0.7621 | 1 | |
| 0.7598 | 1 |
S4
Real number (ℝ)
High correlation
| Distinct | 1283 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.18969932 |
| Minimum | 0 |
|---|---|
| Maximum | 0.87892 |
| Zeros | 5 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.001105 |
| Q1 | 0.0273 |
| median | 0.112825 |
| Q3 | 0.2873975 |
| 95-th percentile | 0.6110275 |
| Maximum | 0.87892 |
| Range | 0.87892 |
| Interquartile range (IQR) | 0.2600975 |
Descriptive statistics
| Standard deviation | 0.19866699 |
|---|---|
| Coefficient of variation (CV) | 1.0472731 |
| Kurtosis | 0.59313922 |
| Mean | 0.18969932 |
| Median Absolute Deviation (MAD) | 0.10425 |
| Skewness | 1.1734262 |
| Sum | 251.5413 |
| Variance | 0.039468574 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 5 | 0.4% |
| 8 × 10-5 | 3 | 0.2% |
| 3 × 10-5 | 3 | 0.2% |
| 0.00039 | 3 | 0.2% |
| 0.0093 | 2 | 0.2% |
| 0.00178 | 2 | 0.2% |
| 0.00056 | 2 | 0.2% |
| 0.41969 | 2 | 0.2% |
| 0.1696 | 2 | 0.2% |
| 0.04022 | 2 | 0.2% |
| Other values (1273) | 1300 |
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 1 × 10-5 | 1 | 0.1% |
| 2 × 10-5 | 2 | 0.2% |
| 3 × 10-5 | 3 | |
| 4 × 10-5 | 2 | 0.2% |
| 5 × 10-5 | 1 | 0.1% |
| 6 × 10-5 | 1 | 0.1% |
| 7 × 10-5 | 1 | 0.1% |
| 8 × 10-5 | 3 | |
| 9 × 10-5 | 2 | 0.2% |
| Value | Count | Frequency (%) |
| 0.87892 | 1 | |
| 0.85789 | 1 | |
| 0.85383 | 1 | |
| 0.84718 | 1 | |
| 0.84105 | 1 | |
| 0.83788 | 1 | |
| 0.83486 | 1 | |
| 0.81786 | 1 | |
| 0.8131 | 1 | |
| 0.79284 | 1 |
S5
Real number (ℝ)
| Distinct | 1318 |
|---|---|
| Distinct (%) | 99.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 89.997027 |
| Minimum | 14.8917 |
|---|---|
| Maximum | 169.274 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.5 KiB |
Quantile statistics
| Minimum | 14.8917 |
|---|---|
| 5-th percentile | 27.534575 |
| Q1 | 44.1253 |
| median | 74.493 |
| Q3 | 136.01525 |
| 95-th percentile | 151.4035 |
| Maximum | 169.274 |
| Range | 154.3823 |
| Interquartile range (IQR) | 91.88995 |
Descriptive statistics
| Standard deviation | 47.623538 |
|---|---|
| Coefficient of variation (CV) | 0.5291679 |
| Kurtosis | -1.7500104 |
| Mean | 89.997027 |
| Median Absolute Deviation (MAD) | 46.53755 |
| Skewness | -0.0059295617 |
| Sum | 119336.06 |
| Variance | 2268.0014 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 142.731 | 2 | 0.2% |
| 147.061 | 2 | 0.2% |
| 138.541 | 2 | 0.2% |
| 138.351 | 2 | 0.2% |
| 123.171 | 2 | 0.2% |
| 132.21 | 2 | 0.2% |
| 140.935 | 2 | 0.2% |
| 147.321 | 2 | 0.2% |
| 129.018 | 1 | 0.1% |
| 114.881 | 1 | 0.1% |
| Other values (1308) | 1308 |
| Value | Count | Frequency (%) |
| 14.8917 | 1 | |
| 16.2814 | 1 | |
| 16.7605 | 1 | |
| 16.9407 | 1 | |
| 17.2116 | 1 | |
| 17.4401 | 1 | |
| 17.4914 | 1 | |
| 17.6921 | 1 | |
| 17.6936 | 1 | |
| 18.0659 | 1 |
| Value | Count | Frequency (%) |
| 169.274 | 1 | |
| 165.151 | 1 | |
| 164.518 | 1 | |
| 163.662 | 1 | |
| 162.281 | 1 | |
| 162.059 | 1 | |
| 161.987 | 1 | |
| 161.76 | 1 | |
| 161.709 | 1 | |
| 161.646 | 1 |
S7
Real number (ℝ)
High correlation
| Distinct | 1323 |
|---|---|
| Distinct (%) | 99.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.63373249 |
| Minimum | 0.304508 |
|---|---|
| Maximum | 0.964955 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.5 KiB |
Quantile statistics
| Minimum | 0.304508 |
|---|---|
| 5-th percentile | 0.4372005 |
| Q1 | 0.551506 |
| median | 0.637941 |
| Q3 | 0.7222385 |
| 95-th percentile | 0.81319075 |
| Maximum | 0.964955 |
| Range | 0.660447 |
| Interquartile range (IQR) | 0.1707325 |
Descriptive statistics
| Standard deviation | 0.11513955 |
|---|---|
| Coefficient of variation (CV) | 0.18168478 |
| Kurtosis | -0.51025439 |
| Mean | 0.63373249 |
| Median Absolute Deviation (MAD) | 0.085845 |
| Skewness | -0.17116077 |
| Sum | 840.32928 |
| Variance | 0.013257116 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.52366 | 2 | 0.2% |
| 0.551506 | 2 | 0.2% |
| 0.761984 | 2 | 0.2% |
| 0.744465 | 1 | 0.1% |
| 0.834402 | 1 | 0.1% |
| 0.485568 | 1 | 0.1% |
| 0.789898 | 1 | 0.1% |
| 0.470843 | 1 | 0.1% |
| 0.820969 | 1 | 0.1% |
| 0.550045 | 1 | 0.1% |
| Other values (1313) | 1313 |
| Value | Count | Frequency (%) |
| 0.304508 | 1 | |
| 0.3107 | 1 | |
| 0.325505 | 1 | |
| 0.334917 | 1 | |
| 0.33638 | 1 | |
| 0.338018 | 1 | |
| 0.342545 | 1 | |
| 0.344978 | 1 | |
| 0.352082 | 1 | |
| 0.356856 | 1 |
| Value | Count | Frequency (%) |
| 0.964955 | 1 | |
| 0.953838 | 1 | |
| 0.900869 | 1 | |
| 0.892993 | 1 | |
| 0.88539 | 1 | |
| 0.883496 | 1 | |
| 0.882538 | 1 | |
| 0.877754 | 1 | |
| 0.872236 | 1 | |
| 0.868496 | 1 |
S6
Real number (ℝ)
High correlation
| Distinct | 1291 |
|---|---|
| Distinct (%) | 97.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.28152208 |
| Minimum | 0 |
|---|---|
| Maximum | 0.82651 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.152325 |
| Q1 | 0.215895 |
| median | 0.2699 |
| Q3 | 0.33562 |
| 95-th percentile | 0.443475 |
| Maximum | 0.82651 |
| Range | 0.82651 |
| Interquartile range (IQR) | 0.119725 |
Descriptive statistics
| Standard deviation | 0.091909819 |
|---|---|
| Coefficient of variation (CV) | 0.32647464 |
| Kurtosis | 1.669189 |
| Mean | 0.28152208 |
| Median Absolute Deviation (MAD) | 0.0583 |
| Skewness | 0.80196592 |
| Sum | 373.29828 |
| Variance | 0.0084474148 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.297 | 3 | 0.2% |
| 0.23475 | 3 | 0.2% |
| 0.22483 | 3 | 0.2% |
| 0.27681 | 2 | 0.2% |
| 0.18916 | 2 | 0.2% |
| 0.30863 | 2 | 0.2% |
| 0.20529 | 2 | 0.2% |
| 0.21205 | 2 | 0.2% |
| 0.13327 | 2 | 0.2% |
| 0.23161 | 2 | 0.2% |
| Other values (1281) | 1303 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 0.03663 | 1 | |
| 0.06466 | 1 | |
| 0.0741 | 1 | |
| 0.07853 | 1 | |
| 0.0841 | 1 | |
| 0.08451 | 1 | |
| 0.09489 | 1 | |
| 0.09639 | 1 | |
| 0.10803 | 1 |
| Value | Count | Frequency (%) |
| 0.82651 | 1 | |
| 0.78054 | 1 | |
| 0.61319 | 1 | |
| 0.61201 | 1 | |
| 0.59909 | 1 | |
| 0.58617 | 1 | |
| 0.55959 | 1 | |
| 0.55762 | 1 | |
| 0.55304 | 1 | |
| 0.55095 | 1 |
Interactions
Correlations
| S1 | S10 | S11 | S2 | S3 | S4 | S5 | S6 | S7 | S8 | S9 | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| S1 | 1.000 | -0.027 | -0.252 | -1.000 | -0.201 | -0.121 | 0.024 | -0.311 | -0.299 | 0.288 | 0.154 |
| S10 | -0.027 | 1.000 | 0.081 | 0.027 | -0.010 | -0.021 | -0.025 | -0.009 | 0.008 | -0.076 | -0.292 |
| S11 | -0.252 | 0.081 | 1.000 | 0.252 | 0.030 | 0.036 | 0.008 | 0.133 | 0.102 | -0.982 | -0.050 |
| S2 | -1.000 | 0.027 | 0.252 | 1.000 | 0.201 | 0.121 | -0.025 | 0.311 | 0.299 | -0.288 | -0.154 |
| S3 | -0.201 | -0.010 | 0.030 | 0.201 | 1.000 | 0.612 | -0.025 | 0.300 | 0.838 | -0.032 | -0.019 |
| S4 | -0.121 | -0.021 | 0.036 | 0.121 | 0.612 | 1.000 | -0.015 | 0.272 | 0.573 | -0.035 | 0.011 |
| S5 | 0.024 | -0.025 | 0.008 | -0.025 | -0.025 | -0.015 | 1.000 | -0.033 | -0.030 | -0.007 | -0.053 |
| S6 | -0.311 | -0.009 | 0.133 | 0.311 | 0.300 | 0.272 | -0.033 | 1.000 | 0.653 | -0.134 | -0.052 |
| S7 | -0.299 | 0.008 | 0.102 | 0.299 | 0.838 | 0.573 | -0.030 | 0.653 | 1.000 | -0.103 | -0.035 |
| S8 | 0.288 | -0.076 | -0.982 | -0.288 | -0.032 | -0.035 | -0.007 | -0.134 | -0.103 | 1.000 | 0.036 |
| S9 | 0.154 | -0.292 | -0.050 | -0.154 | -0.019 | 0.011 | -0.053 | -0.052 | -0.035 | 0.036 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| S11 | S8 | S9 | S10 | S2 | S1 | S3 | S4 | S5 | S7 | S6 | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1.0 | 100.000000 | -0.000269 | -2.850000e-07 | 0.000132 | 7548.302224 | 0.6142 | 0.63750 | 124.7910 | 0.834402 | 0.52243 |
| 1 | 1.0 | 100.000000 | -0.000390 | -1.150000e-05 | 0.000072 | 13819.599110 | 0.0613 | 0.07049 | 136.9640 | 0.485568 | 0.25631 |
| 2 | 1.0 | 100.000000 | -0.002821 | -6.900000e-07 | 0.000112 | 8909.441211 | 0.6936 | 0.34769 | 157.4580 | 0.789898 | 0.33212 |
| 3 | 1.0 | 100.000000 | -0.001291 | 3.190000e-07 | 0.000095 | 10525.310350 | 0.2047 | 0.01795 | 33.5985 | 0.470843 | 0.18173 |
| 4 | 67.0 | 97.901365 | -0.024658 | 4.110000e-07 | 0.000117 | 8489.973635 | 0.7259 | 0.63701 | 23.9681 | 0.820969 | 0.38071 |
| 5 | 1.0 | 100.000000 | -0.003282 | -1.680000e-06 | 0.000121 | 8209.118072 | 0.0828 | 0.00101 | 129.0180 | 0.550045 | 0.29700 |
| 6 | 1.0 | 100.000000 | -0.000464 | -4.700000e-06 | 0.000069 | 14356.751150 | 0.0563 | 0.07451 | 47.9319 | 0.479224 | 0.30086 |
| 7 | 1.0 | 100.000000 | -0.001045 | -5.240000e-06 | 0.000147 | 6777.437231 | 0.6200 | 0.49655 | 125.5940 | 0.747874 | 0.33374 |
| 8 | 1.0 | 100.000000 | -0.000914 | 2.560000e-07 | 0.000069 | 14367.349490 | 0.0126 | 0.05018 | 141.7450 | 0.563560 | 0.21974 |
| 9 | 1.0 | 100.000000 | -0.002320 | 7.490000e-07 | 0.000086 | 11570.204330 | 0.6230 | 0.38188 | 153.8640 | 0.779308 | 0.38723 |
| S11 | S8 | S9 | S10 | S2 | S1 | S3 | S4 | S5 | S7 | S6 | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 1316 | 1.0 | 100.000000 | -0.000795 | 1.680000e-07 | 0.000084 | 11870.621550 | 0.2994 | 0.08610 | 144.8090 | 0.546340 | 0.19773 |
| 1317 | 1.0 | 100.000000 | -0.000503 | 5.760000e-07 | 0.000090 | 11037.046170 | 0.1672 | 0.08820 | 130.6020 | 0.542356 | 0.24538 |
| 1318 | 1.0 | 100.000000 | 0.000898 | -1.340000e-07 | 0.000081 | 12323.103820 | 0.0413 | 0.10025 | 135.0830 | 0.630580 | 0.33617 |
| 1319 | 1.0 | 100.000000 | -0.000250 | -1.460000e-05 | 0.000132 | 7574.501137 | 0.3402 | 0.14135 | 44.6569 | 0.531933 | 0.23101 |
| 1320 | 31.0 | 98.163694 | -0.006370 | 2.210000e-06 | 0.000132 | 7562.148580 | 0.3984 | 0.01049 | 63.3420 | 0.652675 | 0.17039 |
| 1321 | 45.0 | 83.649713 | -0.000258 | 3.100000e-07 | 0.000096 | 10397.948920 | 0.4798 | 0.34833 | 141.0450 | 0.692667 | 0.29576 |
| 1322 | 61.0 | 99.687717 | -0.001960 | 1.870000e-06 | 0.000147 | 6771.420148 | 0.6376 | 0.00568 | 69.4902 | 0.791907 | 0.42194 |
| 1323 | 1.0 | 100.000000 | -0.006672 | 7.390000e-07 | 0.000089 | 11161.596820 | 0.4180 | 0.18798 | 135.6270 | 0.599273 | 0.25503 |
| 1324 | 1.0 | 100.000000 | -0.001602 | -1.510000e-07 | 0.000104 | 9577.722185 | 0.5297 | 0.57872 | 126.0290 | 0.702464 | 0.31950 |
| 1325 | 253.0 | 98.565888 | -0.001718 | -4.720000e-07 | 0.000117 | 8475.448647 | 0.6275 | 0.44497 | 152.1560 | 0.744465 | 0.29932 |